Xiaolei Lu

30 papers C 1Journal 24Unranked 5
YearRankTypeTitle / Venue / Authors
2025 J jnl
Adaptive Test-Time Training for Predicting Need for Invasive Mechanical Ventilation in Multi-Center Cohorts.
CoRR
Xiaolei Lu, Shamim Nemati
2025 J jnl
Correlation-Driven Explainable Recommendation With Aspect and Rating Boosted Representation Learning: A Unified Joint-Ranking Framework.
IEEE Trans. Syst. Man Cybern. Syst.
Jianghong Ma, Rong Wang, Tianjun Wei, Kangzhe Liu, Haijun Zhang, Xiaolei Lu
2025 — conf
Multi-VentNet: Multimodal Fusion Framework for Predicting Need for Mechanical Ventilation.
ISBI
Ye Sel Lee, Xiaolei Lu, Michael Miller, Jonathan Y. Lam, Supreeth P. Shashikumar, Shamim Nemati
2025 J jnl
Suboptimal Shapley Value Explanations.
CoRR
Xiaolei Lu
2024 J jnl
Does Faithfulness Conflict with Plausibility? An Empirical Study in Explainable AI across NLP Tasks.
CoRR
Xiaolei Lu, Jianghong Ma
2024 J jnl
Partial Sequence Labeling With Structured Gaussian Processes.
IEEE Trans. Neural Networks Learn. Syst.
Xiaolei Lu, Tommy W. S. Chow
2023 J jnl
3D building model generation from MLS point cloud and 3D mesh using multi-source data fusion.
Int. J. Appl. Earth Obs. Geoinformation
Weiquan Liu, Yu Zang, Zhangyue Xiong, Xuesheng Bian, Chenglu Wen, Xiaolei Lu, Cheng Wang, José Marcato Junior, Wesley Nunes Gonçalves, Jonathan Li
2023 — conf
Asymmetric feature interaction for interpreting model predictions.
ACL (Findings)
Xiaolei Lu, Jianghong Ma, Haode Zhang
2023 J jnl
Asymmetric feature interaction for interpreting model predictions.
CoRR
Xiaolei Lu, Jianghong Ma, Haode Zhang
2023 J jnl
Learning Ambiguity from Crowd Sequential Annotations.
CoRR
Xiaolei Lu
2023 J jnl
Modeling Sequential Annotations for Sequence Labeling With Crowds.
IEEE Trans. Cybern.
Xiaolei Lu, Tommy W. S. Chow
2022 J jnl
Duration modeling with semi-Markov Conditional Random Fields for keyphrase extraction.
CoRR
Xiaolei Lu, Tommy W. S. Chow
2022 — conf
Fine-tuning Pre-trained Language Models for Few-shot Intent Detection: Supervised Pre-training and Isotropization.
NAACL-HLT
Haode Zhang, Haowen Liang, Yuwei Zhang, Li-Ming Zhan, Xiao-Ming Wu, Xiaolei Lu, Albert Y. S. Lam
2022 J jnl
Fine-tuning Pre-trained Language Models for Few-shot Intent Detection: Supervised Pre-training and Isotropization.
CoRR
Haode Zhang, Haowen Liang, Yuwei Zhang, Li-Ming Zhan, Xiao-Ming Wu, Xiaolei Lu, Albert Y. S. Lam
2022 J jnl
Machine Learning for Text, by Charu C. Aggarwal, New York, Springer, 2018. ISBN 9783319735306. XXIII + 493 pages.
Nat. Lang. Eng.
Xiaolei Lu
2022 J jnl
Modeling sequential annotations for sequence labeling with crowds.
CoRR
Xiaolei Lu, Tommy W. S. Chow
2022 J jnl
Partial sequence labeling with structured Gaussian Processes.
CoRR
Xiaolei Lu, Tommy W. S. Chow
2022 J jnl
Weak Disambiguation for Partial Structured Output Learning.
CoRR
Xiaolei Lu, Tommy W. S. Chow
2022 J jnl
Weak Disambiguation for Partial Structured Output Learning.
IEEE Trans. Cybern.
Xiaolei Lu, Tommy W. S. Chow
2021 J jnl
Duration Modeling with Semi-Markov Conditional Random Fields for Keyphrase Extraction.
IEEE Trans. Knowl. Data Eng.
Xiaolei Lu, Tommy W. S. Chow
2021 — conf
SynXLM-R: Syntax-Enhanced XLM-R in Translation Quality Estimation.
NLPCC (2)
Bin Ni, Xiaolei Lu, Yiqi Tong
2019 J jnl
ADMM for image restoration based on nonlocal simultaneous sparse Bayesian coding.
Signal Process. Image Commun.
Xiaolei Lu, Xuebin Lü
2019 J jnl
BERT-CNN: a Hierarchical Patent Classifier Based on a Pre-Trained Language Model.
CoRR
Xiaolei Lu, Bin Ni
2019 J jnl
Low-dimensional Semantic Space: from Text to Word Embedding.
CoRR
Xiaolei Lu, Bin Ni
2019 C conf
Piecewise Large Margin Learning for Partially Annotated Sequences.
INDIN
Xiaolei Lu, Tommy W. S. Chow, Haijun Zhang
2018 J jnl
Simultaneous sparse coding with Laplacian scale mixture prior for image restoration.
J. Electronic Imaging
Xiaolei Lu, Xuebin Lü, Yongsheng Zuo
2018 J jnl
Spherically contoured exponential scale mixture prior based nonlocal image restoration with ADMM framework.
J. Vis. Commun. Image Represent.
Xiaolei Lu, Xuebin Lü, Yongsheng Zuo
2017 J jnl
Simultaneous confidence bands for contrasts between several nonlinear regression curves.
J. Multivar. Anal.
Xiaolei Lu, Satoshi Kuriki
2014 J jnl
Efficient computational algorithm for optimal allocation in regression models.
J. Comput. Appl. Math.
Wei Gao, Ping Shing Chan, Hon Keung Tony Ng, Xiaolei Lu
2009 — conf
Image Deblurring with Impulse Noise Using Split Bregman Algorithm.
ISCID (2)
Liya Yi, Xiaolei Lu, Jinjun Wang, Benxiong Huang